Artificial intelligence already creates text, graphic and even sound projects. It is possible to use an AI-based program to write music; it is enough to give a request by writing a text with a description. For this, an online neural network music generator is suitable, which does not need to be downloaded.
What is it? This is neural network software trained on large data sets with musical works. Systems such as recurrent neural networks (RNN) or transformers analyze patterns and structures, allowing you to automatically create new compositions.
Features:
- Data analysis. Systems are trained on extensive musical sets, including different genres and styles.
- Creativity and originality. AI services can create songs that are original and unique. They are able to produce a new sound by mixing elements of different styles and directions.
- Interactivity. AI offers users the opportunity to interact with the creation process, allowing you to set certain parameters, such as mood, genre, length of the composition.
- Application in various fields. Generators are used to create music for movies and games, in sound recording, advertising, and also in the development of background music for various events.
Operating principle AI uses complex algorithms and learning models to create original musical pieces.
Preparation is carried out in accordance with the stages:
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Data analysis. At this stage, programs recognize structures, notes, rhythms and other elements;
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Annotation. Often, data is annotated by genres, instruments and other characteristics, which helps the model learn to distinguish styles.
The main stage of AI work is training the neural network on the prepared data. For this, neural network architectures are used:
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RNN;
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transformers;
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Generative Adversarial Networks (GAN).
The generation process After training, the model is ready to create music. Depending on the neural network architecture, the algorithm, generation can occur in different ways:
- Random generation. The model can start with a random set of unique musical characteristics, and then expand them by adding notes, chords for a complete piece.
- Specifying parameters. Users can set parameters for creation, style, mood, instruments or other aspects.
- Interactivity. AI services allow users to interact with the model during creation, make changes, and receive results in real time.
Post-processing of sound With the creation of the initial version of a musical piece, the following stages of post-processing can be carried out:
- Digitization. If the generation took place in MIDI format, the data is converted to audio format, rendering with instruments and effects is added.
- Tonal correction and improvement. To achieve the best sound, the work can go through mixing and mastering.
On the Internet, you can find an online neural network for generating music for free in Russian, which will help develop high-quality sound projects. The programs do not require installation and account registration. However, to get full access to the functions and features, it is recommended to create an account.
